3 papers
math.OC2025
Robust Paths: Geometry and Computation
Hao Hao, Peter Zhang
Applying robust optimization often requires selecting an appropriate uncertainty set both in shape and size, a choice that directly affects the trade-off between average-case and w…
cs.MA2024
OPTIMA: Optimized Policy for Intelligent Multi-Agent Systems Enables Coordination-Aware Autonomous Vehicles
Rui Du, Kai Zhao, Jinlong Hou +2
Coordination among connected and autonomous vehicles (CAVs) is advancing due to developments in control and communication technologies. However, much of the current work is based o…
math.OC2024
Approximating Multiple Robust Optimization Solutions in One Pass via Proximal Point Methods
Hao Hao, Peter Zhang
Robust optimization provides a principled and unified framework to model many problems in modern operations research and computer science applications, such as risk measures minimi…